First spark
Win any simulation once.
Practice
Optional practice for the same ideas as the tutorials. Earn XP · up to ★★★. Prefer the ordered path? Open tutorials.
Win any simulation once.
Clear Catch the AI, Teach the sorter, and Hallucination hunt.
Win Prompt chef and Chat bubble.
Win 4 different Brain lab sims.
Clear Prediction booth and Neuron studio.
Earn a 3★ clear on any one sim.
Collect 12★ total across your best clears.
Win at least one sim on 3 different days.
Win on 7 different days (streak shelf).
Collect wins in 8 different games.
Shareable warm-ups
One screen each — try offline, then dive into the lesson.
Which everyday tools are learning patterns?
Name 3 apps on your phone that predict or recommend — and 1 that never does.Open lesson →Confidence ≠ truth.
Ask a chatbot for a ‘quote from a book chapter’ you know well — then verify. Did it invent?Open lesson →Privacy in one screen.
Rewrite: ‘My password is Rover123 and my card ends 4242’ into a safe prompt with zero secrets.Open lesson →Role + Task + Context + Format.
Turn ‘fix my email’ into a 4-piece recipe for your manager 1:1 move request.Open lesson →Context is the ingredient.
Ask for dinner ideas twice — once bare, once with fridge leftovers + time + mouths. Compare.Open lesson →Train your skepticism muscle.
Paste a risky email claiming ‘wire money now’. Label each line: Trusted, Check, or Reject.Open lesson →Feel how LLMs write.
Finish: ‘The recipe needs salt and ___’ — then open the lesson and see the model odds.Open lesson →Why RAG beats guessing.
Explain RAG to a friend in one sentence using ‘backpack of notes’.Open lesson →Why standards beat custom cables.
Unplug ‘Docs’ in the MCP board — watch the ask fail — then plug it back.Open lesson →Run real Python in the browser.
Make the Code Lab print a line like `topics: 3` — then screenshot it.Open lesson →Cook better asks for AI helpers
See how models think with toys
Watch sentences shatter into token chips on a conveyor.
Open sim →Pack messages until the suitcase overflows.
Open sim →Guess like an LLM — pick the likely next word.
Open sim →Drag word-planets. Similar meanings orbit closer.
Open sim →Turn retrieval on/off — save answers from guessing.
Open sim →Train too hard on one playground — fail the next.
Open sim →Step Think → Act → Observe with a step budget.
Open sim →